Machine Learning Refined: Foundations, Algorithms, and Applications 1st Edition
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- ASIN : 1107123526
- Publisher : Cambridge University Press; 1st edition (September 1, 2016)
- Language : English
- Hardcover : 298 pages
- ISBN-10 : 9781107123526
- ISBN-13 : 978-1107123526
- Item Weight : 1.63 pounds
- Dimensions : 7 x 0.7 x 9.8 inches
- Best Sellers Rank: #1,420,560 in Books (See Top 100 in Books)
- Customer Reviews:
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Jeremy also manages to strike the right balance of explaining concepts mathematically without getting too far into the weeds of proofs. Too many introductions to machine learning feel like they gloss over the mathematical details, and that is never the case in this book. The first class that I took using this book was super helpful to developing my mathematical maturity and showing me applications of things that I'd learned in linear algebra or vector calculus.
The book is well-organized, includes plenty of examples, and helps you to develop a deep understanding of machine learning concepts and algorithms. The knowledge I gained from this book helped me to find a data science job, and I still maintain that this book is better than nearly all machine learning resources out there.